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Machine Learning

Machine Learning

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Real Machine Learning — simple, practical, and built on experience. Learn step by step with clear explanations and working code. Admin: @HusseinSheikho || @Hussein_Sheikho

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📈 Аналитический обзор Telegram-канала Machine Learning

Канал Machine Learning (@machinelearning9) языкового сегмента Английский является активным участником. Сейчас сообщество объединяет 40 145 подписчиков, занимая 3 375 место в категории Технологии и приложения и 227 место в регионе Сирия.

📊 Показатели аудитории и динамика

С момента создания невідомо проект демонстрирует стремительный рост, собрав аудиторию из 40 145 подписчиков.

Согласно последним данным от 28 июня, 2026, канал показывает стабильную активность. За последние 30 дней изменение числа участников составило 378, а за последние 24 часа — 7, при этом общий охват остаётся высоким.

  • Статус верификации: Не верифицирован
  • Уровень вовлечённости (ER): Средний показатель вовлечённости аудитории составляет 2.09%. В первые 24 часа после публикации контент обычно набирает 1.91% реакций от общего числа подписчиков.
  • Охват публикаций: В среднем каждый пост получает 841 просмотров. В течение первых суток публикация набирает 766 просмотров.
  • Реакции и взаимодействия: Аудитория активно поддерживает контент: среднее количество реакций на один пост — 3.
  • Тематические интересы: Контент сосредоточен на ключевых темах, таких как distance, insidead, gpu, learning, degree.

📝 Описание и контентная политика

Автор описывает ресурс как площадку для выражения субъективного мнения:
Real Machine Learning — simple, practical, and built on experience. Learn step by step with clear explanations and working code. Admin: @HusseinSheikho || @Hussein_Sheikho

Благодаря высокой частоте обновлений (последние данные получены 29 июня, 2026) канал поддерживает актуальность и высокий уровень охвата публикаций. Аналитика показывает, что аудитория активно взаимодействует с контентом, что делает его важной точкой влияния в категории Технологии и приложения.

40 145
Подписчики
+724 часа
+1147 дней
+37830 день
Архив постов
📌 Unveiling Metadynamics: A Beginner’s Guide to Mastering PLUMED (Part 1 of 3) 🗂 Category: DATA VISUALIZATION 🕒 Date: 2024
📌 Unveiling Metadynamics: A Beginner’s Guide to Mastering PLUMED (Part 1 of 3) 🗂 Category: DATA VISUALIZATION 🕒 Date: 2024-06-22 | ⏱️ Read time: 11 min read Unlock the power of metadynamics with PLUMED! Explore free energy landscapes and master molecular dynamics…

📌 The Data Science Resume That Got Me Jobs & Interviews 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-06-23 | ⏱️ Read t
📌 The Data Science Resume That Got Me Jobs & Interviews 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-06-23 | ⏱️ Read time: 8 min read A breakdown of how you should structure a data science resume

📌 My learning to being hired again after a year… Part I 🗂 Category: CAREER ADVICE 🕒 Date: 2024-06-23 | ⏱️ Read time: 13 mi
📌 My learning to being hired again after a year… Part I 🗂 Category: CAREER ADVICE 🕒 Date: 2024-06-23 | ⏱️ Read time: 13 min read For anyone job hunting, not just tech folks

📌 Combining ORPO and Representation Fine-Tuning for Efficient LLAMA3 Alignment 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date:
📌 Combining ORPO and Representation Fine-Tuning for Efficient LLAMA3 Alignment 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-06-24 | ⏱️ Read time: 1 min read Achieving Better Results and Efficiency in Language Model Fine-Tuning

📌 Combining ORPO and Representation Fine-Tuning for Efficient LLAMA3 Alignment 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date:
📌 Combining ORPO and Representation Fine-Tuning for Efficient LLAMA3 Alignment 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-06-24 | ⏱️ Read time: 12 min read Achieving Better Results and Efficiency in Language Model Fine-Tuning

📌 Data Science for Schools, Part 2: Student Electives Allocation with Python 🗂 Category: DATA SCIENCE 🕒 Date: 2024-06-24 |
📌 Data Science for Schools, Part 2: Student Electives Allocation with Python 🗂 Category: DATA SCIENCE 🕒 Date: 2024-06-24 | ⏱️ Read time: 10 min read Time to stop relying on allocations_final_FINALv2.xlsx

📌 Manage dev and prod using terraform and local yaml files 🗂 Category: DATA ENGINEERING 🕒 Date: 2024-06-24 | ⏱️ Read time:
📌 Manage dev and prod using terraform and local yaml files 🗂 Category: DATA ENGINEERING 🕒 Date: 2024-06-24 | ⏱️ Read time: 3 min read Turn your terraform to spin in multiple projects using yaml

📌 Building Fill.sg, a GenAI Report Toolkit 🗂 Category: 🕒 Date: 2024-06-24 | ⏱️ Read time: 17 min read FulFILL your dreams
📌 Building Fill.sg, a GenAI Report Toolkit 🗂 Category: 🕒 Date: 2024-06-24 | ⏱️ Read time: 17 min read FulFILL your dreams of having AI write repetitive reports for you. Find out how we…

📌 Unlocking Sales Performance Metrics 🗂 Category: 🕒 Date: 2024-06-25 | ⏱️ Read time: 8 min read How to correctly measure s
📌 Unlocking Sales Performance Metrics 🗂 Category: 🕒 Date: 2024-06-25 | ⏱️ Read time: 8 min read How to correctly measure sales performance and identify opportunities to enhance sales strategy

📌 Chi-Squared Test: Revealing Hidden Patterns in Your Data 🗂 Category: DATA SCIENCE 🕒 Date: 2024-06-25 | ⏱️ Read time: 10
📌 Chi-Squared Test: Revealing Hidden Patterns in Your Data 🗂 Category: DATA SCIENCE 🕒 Date: 2024-06-25 | ⏱️ Read time: 10 min read Unlock Hidden Patterns in Your Data with the Chi-Squared Test in Python.

📌 A Guide to Python’s Weak References Using weakref Module 🗂 Category: DATA SCIENCE 🕒 Date: 2024-06-25 | ⏱️ Read time: 7 m
📌 A Guide to Python’s Weak References Using weakref Module 🗂 Category: DATA SCIENCE 🕒 Date: 2024-06-25 | ⏱️ Read time: 7 min read Learn all about weak references in Python: reference counting, garbage collection, and practical uses of…

📌 Data Visualization Generation Using Large Language and Image Generation Models with LIDA 🗂 Category: DATA SCIENCE 🕒 Date
📌 Data Visualization Generation Using Large Language and Image Generation Models with LIDA 🗂 Category: DATA SCIENCE 🕒 Date: 2024-06-25 | ⏱️ Read time: 14 min read An overview of the LIDA library, including how to get started, examples, and considerations going…

📌 PySpark Explained: Dealing with Invalid Records When Reading CSV and JSON Files 🗂 Category: DATA ENGINEERING 🕒 Date: 202
📌 PySpark Explained: Dealing with Invalid Records When Reading CSV and JSON Files 🗂 Category: DATA ENGINEERING 🕒 Date: 2024-06-25 | ⏱️ Read time: 9 min read Effective techniques for identifying and handling data errors

📌 Bayesian A/B Testing Falls Short 🗂 Category: DATA SCIENCE 🕒 Date: 2024-06-25 | ⏱️ Read time: 15 min read Over the past d
📌 Bayesian A/B Testing Falls Short 🗂 Category: DATA SCIENCE 🕒 Date: 2024-06-25 | ⏱️ Read time: 15 min read Over the past decade, I’ve engaged in countless discussions about Bayesian A/B testing versus Frequentist…

📌 Mastering Object Counting in Videos 🗂 Category: 🕒 Date: 2024-06-25 | ⏱️ Read time: 8 min read Step-by-step guide to coun
📌 Mastering Object Counting in Videos 🗂 Category: 🕒 Date: 2024-06-25 | ⏱️ Read time: 8 min read Step-by-step guide to counting strolling ants on a tree using detection and tracking techniques.

📌 How to Spin Up a Project Structure with Cookiecutter 🗂 Category: PRODUCTIVITY 🕒 Date: 2025-10-13 | ⏱️ Read time: 7 min r
📌 How to Spin Up a Project Structure with Cookiecutter 🗂 Category: PRODUCTIVITY 🕒 Date: 2025-10-13 | ⏱️ Read time: 7 min read If you’re anything like me, “procrastination” might as well be your middle name. There’s always…

📌 Judge an LLM Judge: A Dual-Layer Evaluation Framework for Continuous Improvement of LLM Evaluation 🗂 Category: MACHINE LE
📌 Judge an LLM Judge: A Dual-Layer Evaluation Framework for Continuous Improvement of LLM Evaluation 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-07-17 | ⏱️ Read time: 13 min read Can “the evaluation of an LLM application by an LLM judge” be audited by another…

🤖🧠 Jio AI Classroom: Learn Artificial Intelligence for Free with Jio Institute & JioPC App 🗓️ 13 Oct 2025 📚 AI News & Tre
🤖🧠 Jio AI Classroom: Learn Artificial Intelligence for Free with Jio Institute & JioPC App 🗓️ 13 Oct 2025 📚 AI News & Trends Artificial Intelligence (AI) is redefining industries across the globe from healthcare to education, finance and beyond. But for millions of learners in India, access to high-quality AI education has often been limited by cost and technical barriers. Bridging this gap, Jio Institute in collaboration with JioPC App has launched a unique free online AI learning ... #JioAIClassroom #ArtificialIntelligence #FreeAIEducation #JioInstitute #JioPCApp #AILearning

No one believed I’d see behind the scenes of BIGG BOSS S9 — but I made it. What happened next shocked even the show’s produce
No one believed I’d see behind the scenes of BIGG BOSS S9 — but I made it. What happened next shocked even the show’s producers. If you want the secrets they never air — you have to see for yourself. #ad InsideAds

🤖🧠 Ultimate OpenTSLM: Stanford’s Open-Source Framework Bridging LLMs and Medical Time-Series Data 🗓️ 13 Oct 2025 📚 AI New
🤖🧠 Ultimate OpenTSLM: Stanford’s Open-Source Framework Bridging LLMs and Medical Time-Series Data 🗓️ 13 Oct 2025 📚 AI News & Trends In recent years, artificial intelligence (AI) has made remarkable strides in transforming healthcare. From medical imaging to patient monitoring systems, AI-driven solutions are reshaping how clinicians diagnose, treat and manage diseases. One of the most promising developments in this space is the integration of large language models (LLMs) with time-series data, a combination that holds ... #OpenTSLM #LLMs #MedicalAI #TimeSeriesData #ArtificialIntelligence #OpenSourceFramework